Reconstruction of Videos Taken by a Non-Regular Sampling Sensor

Jonscher M, Seiler J, Bätz M, Richter T, Schnurrer W, Kaup A (2015)

Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2015

Pages Range: 1-4

Event location: Singapur

ISBN: 978-1-4673-7314-2

DOI: 10.1109/VCIP.2015.7457801

Abstract

Recently, it has been shown that a high resolution image can be obtained without the usage of a high resolution sensor. The main idea has been that a low resolution sensor is covered with a non-regular sampling mask followed by a reconstruction of the incomplete high resolution image captured this way. In this paper, a multi-frame reconstruction approach is proposed where a video is taken by a non-regular sampling sensor and fully reconstructed afterwards. By utilizing the temporal correlation between neighboring frames, the reconstruction quality can be further enhanced. Compared to a state-of-the-art single-frame reconstruction approach, this leads to a visually noticeable gain in PSNR of up to 1.19 dB on average.

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How to cite

APA:

Jonscher, M., Seiler, J., Bätz, M., Richter, T., Schnurrer, W., & Kaup, A. (2015). Reconstruction of Videos Taken by a Non-Regular Sampling Sensor. In Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP) (pp. 1-4). Singapur, SG.

MLA:

Jonscher, Markus, et al. "Reconstruction of Videos Taken by a Non-Regular Sampling Sensor." Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), Singapur 2015. 1-4.

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